Doug Eck

Making Music and Art Through Machine Learning - Doug Eck of Magenta

Doug Eck, Craig Cannon

Google's Magenta project deploys open-source machine learning tools like NSynth and SketchRNN to assist human creators in generating novel music and art rather than replacing them. By leveraging deep learning architectures such as LSTMs and reinforcement learning, the team enables the interpolation of distinct sounds and the generation of complex long-form structures while emphasizing active user participation through creative coding. As the initiative expands its community via its open-source platform, it aims to refine evaluation methods and integrate with professional workflows to support a future where human artists adapt by focusing on unpredictable, emotionally raw expressions.